With this configuration all features of the VBox should be working (live tv, recordings, Vodafone apps, ...).

[ONT] --> [Ubiquiti Segurity Gateway] --> [Switch] -- VLAN20 (192.168.2.0/24) --> [VBox]                                            

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

Python is one of the tools in my toolbox, so I never used it exclusively. This means i need to get an update, occasionally.

Rant mode on

They want to have an expressive language, so they keep adding features upon features to it, instead of caring too much about performance (which means that no JIT - just-in-time compiler - has been added to cpython).

I would have thought that typescript is gaining over python on github, because node.js is JIT based, unlike cpython, but that guess was wrong: github article. The github article suggests a different reason:

about:config settings to harden the Firefox browser. Privacy and performance enhancements.
You can use this settings in Tor browser too.
To change these settings type 'about:config' in the url bar. Then search the setting you would like to change and modify the value. Some settings may break certain websites from functioning and rendering normally. Some settings may also make firefox unstable.

Not all these changes are necessary and will be dependent upon your usage and hardware. Do some research on settings if you don't understand what they do. These settings are best combined with your standard privacy extensions

• Programming Skills
• Data Structure
• Algorithm
• Graph Theory
• Dynamic Programming
• Binary Search
• SQL

This document attempts to consolidate all available information regarding the VBIOS ROMs for the venerable AMD Instinct MI50 - especially the 32 GB variant

Sources include

• reddit
  • https://www.reddit.com/r/LocalLLaMA/comments/1lsgtvy/successfully_built_my_first_pc_for_ai_sourcing/n1kkx7f/
  • https://www.reddit.com/r/ROCm/comments/1kwirmw/instinct_mi50_on_consumer_hardware/

Ubiquiti markets the Enterprise Fortress Gateway (EFG) as a 25-gigabit-class router. The product page lists two 25 GbE SFP28 ports for WAN/LAN, and Ubiquiti positions the device as a flagship for medium and large enterprise deployments. Its silicon — a Marvell Octeon CN9670 — supports hardware-accelerated forwarding through purpose-built network engines (NIX) that should sustain tens of millions of packets per second. The Cloud Gateway Max ("UDM Beast") pairs a Marvell Octeon CN10K SoC with a dedicated Marvell switch ASIC, and on paper should comfortably exceed 100 Gbps aggregate.